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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 47 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Super-ResolutionSET5 (test)computer vision192Apr 15, 2026
Image Quality AssessmentCSIQcomputer vision192May 19, 2026
Person Re-identificationVIPeRcomputer visionPerson Re-identification on VIPeR performance trend192Apr 2, 2026
Semantic SegmentationLoveDAcomputer visionSemantic Segmentation on LoveDA performance trend192May 15, 2026
Novel View SynthesisMip-NeRF3603d vision geometryNovel View Synthesis on Mip-NeRF360 performance trend192Jun 9, 2026
Mathematical ReasoningAIME 2025 (test)llm chat instructionnlp191Jul 7, 2026
Image ClassificationImageNet-1k 1.0 (test)computer vision191Feb 26, 2026
text-to-audio retrievalAudioCaps (test)multimodalnlp+1Text-to-audio retrieval on AudioCaps (test) performance trend191Jul 1, 2026
Image ClassificationCIFAR10 (train)computer vision191Jul 7, 2026
3D Object DetectionnuScenes v1.0-trainval (val)3d vision geometrycomputer vision3D Object Detection on nuScenes v1.0-trainval (val) performance trend191Jul 2, 2026
Sign Language TranslationPHOENIX-2014T (test)computer visionnlpSign Language Translation on PHOENIX-2014T (test) performance trend191Jun 11, 2026
Trajectory PredictionNBA (test)robotics embodied aitabular time series191Apr 28, 2026
Person Re-identificationMarket-1501 to DukeMTMC-reID (test)computer visionPerson Re-identification on Market-1501 to DukeMTMC-reID (test) performance trend191Mar 17, 2026
Action RecognitionHMDB51computer visionAction Recognition on HMDB51 performance trend191Feb 26, 2026
General ReasoningBBHllm chat instructionnlp190May 28, 2026
Mathematical ReasoningAIME 25llm chat instructionnlpMathematical Reasoning on AIME 25 (Pass@1 Accuracy) performance trend190Jun 23, 2026
Math ReasoningGSM8Kllm chat instructionnlp190Jul 8, 2026
Language ModelingOpenWebTextnlp190Jul 2, 2026
Multivariate long-term forecastingTraffictabular time series190Apr 28, 2026
Depth Super-ResolutionNYU v2 (test)3d vision geometry190May 12, 2026
Few-shot Image ClassificationtieredImageNetcomputer visionFew-shot Image Classification on tieredImageNet performance trend190May 26, 2026
Graph ClassificationNCI1 (test)graph190Jul 7, 2026
Visual UnderstandingMM-Vetcomputer visionmultimodal190Jul 7, 2026
Performance EstimationDIVEtabular time series189Apr 28, 2026
Black-box AttackLSUNadversarial safety security189Feb 26, 2026